Modeling spiking neural networks on SpiNNaker

Xin Jin; Mikel Luján; Luis A. Plana; Sergio Davies; Steve Temple; Steve B. Furber

doi:10.1109/MCSE.2010.112

Modeling spiking neural networks on SpiNNaker

Xin Jin, Mikel Luján, Luis A. Plana, Sergio Davies, Steve Temple, Steve B. Furber

Advanced Processor Technology

Research output: Contribution to journal › Article › peer-review

Abstract

Original language	English
Article number	5562477
Pages (from-to)	91-97
Number of pages	6
Journal	Computing in Science and Engineering
Volume	12
Issue number	5
DOIs	https://doi.org/10.1109/MCSE.2010.112
Publication status	Published - Sept 2010

Keywords

biological real-time computing
globally asynchronous locally synchronous design
Massively parallel computing
multicore system-on-chip
neural modeling
spiking neural net simulation

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10.1109/MCSE.2010.112

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@article{44a079a4f15a4ade8152d3a9ca5152d5,

title = "Modeling spiking neural networks on SpiNNaker",

abstract = "SpiNNaker is a massively parallel architecture with more than a million processing cores that can model up to 1 billion spiking neurons in biological real time. {\textcopyright} 2006 IEEE.",

keywords = "biological real-time computing, globally asynchronous locally synchronous design, Massively parallel computing, multicore system-on-chip, neural modeling, spiking neural net simulation",

author = "Xin Jin and Mikel Luj{\'a}n and Plana, {Luis A.} and Sergio Davies and Steve Temple and Furber, {Steve B.}",

year = "2010",

month = sep,

doi = "10.1109/MCSE.2010.112",

language = "English",

volume = "12",

pages = "91--97",

journal = "Computing in Science and Engineering",

issn = "1521-9615",

publisher = "IEEE Computer Society ",

number = "5",

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T1 - Modeling spiking neural networks on SpiNNaker

AU - Jin, Xin

AU - Luján, Mikel

AU - Plana, Luis A.

AU - Davies, Sergio

AU - Temple, Steve

AU - Furber, Steve B.

PY - 2010/9

Y1 - 2010/9

KW - biological real-time computing

KW - globally asynchronous locally synchronous design

KW - Massively parallel computing

KW - multicore system-on-chip

KW - neural modeling

KW - spiking neural net simulation

U2 - 10.1109/MCSE.2010.112

DO - 10.1109/MCSE.2010.112

M3 - Article

SN - 1521-9615

VL - 12

SP - 91

EP - 97

JO - Computing in Science and Engineering

JF - Computing in Science and Engineering

IS - 5

M1 - 5562477

ER -

Modeling spiking neural networks on SpiNNaker

Abstract

Keywords

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